Ratings by brewery for each user. User must have had 5 or more unique beers from the brewery.
Ratings by style for each user. Note: “meta” style refers to the first part of the style while substyle refers to the entire style (e.g. IPA - Imperial/Double would have a meta style of IPA and a “substyle” style of IPA - Imperial/Double).
Styles broken down by first part of style annotation
More detailed style information
I fit a 10-fold cross-validated random forest to predict each user’s ratings. Reported here are the Pearson score of each model as well as estimated importance of each feature in prediction (and the associated standard deviation).